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A Million Clues

A Million Clues. Miles Kehoe @ miles_kehoe Director of Professional Services. Our Mission. Enable Smarter Data Driven Applications Through t he Power of Search. What Are Data Driven Applications?.

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A Million Clues

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  1. A Million Clues Miles Kehoe @miles_kehoe Director of Professional Services

  2. Our Mission Enable Smarter Data Driven Applications Through the Power of Search

  3. What Are Data Driven Applications? Data Driven Applications Provide Users and Systems Contextually Relevant Information When They Need It • Techniques such as relevancy, result ranking and personalization greatly enhance enterprise and consumer applications: • Consumer Websites • Knowledge Management • Cyber Security • Fraud Detection • Governance and Compliance

  4. For your enterprise: Is keyword search enough Is relevancy simply tf/idf?

  5. We may use it here

  6. Or even here

  7. Doesn’t really work here

  8. Doesn’t really work here

  9. Shopping would be painful

  10. Shopping would be painful

  11. It’s the millions of little things that tell us what a user or system needs

  12. It’s what users say

  13. And who they are

  14. Taking a holistic view of the data and the user interactions with that data are critical

  15. We call this approach reflective intelligence

  16. We’ve experienced it for years with leading eCommerce and Internet Search providers

  17. What if we could leverage this approach for other applications?

  18. Enterprise Search makes reflective intelligence possible for all applications

  19. Search, Discovery and Analytics are the key to unlocking this view of users and data

  20. Want to build smarter data-driven applications?

  21. What are the millions of little pieces your application should be leveraging?

  22. Why LucidWorks Search? Enterprises today are struggling to parity the capabilities of leading eTailers and internet search providers • Enterprise Search capabilities such as: • Entity Extraction • Signal Processing/ • Click Stream Analysis • Results Relevancy Tuning • Personalization • Provide context and user intentions to applications

  23. Data Enrichment modules and services • The LucidWorks Enrichment Modules provide access to the data enrichment facilities which help organize and add context to data based on knowledge and context made available through entity recognition and signal processing. The enrichment modules provide: • Business Rules • Refinement of raw data • Labels/Classification • Translation/Dictionary • Entity Extraction/Fields Enrichment Modules Connector Framework

  24. ENTITY EXTRACTION Simple T o Use Model Based Entity Recognition • Lookup/List-Based Entity Recognition • Very fast. Best suited for exact entity matches • Product ships with packaged dictionaries (lists) • User can use their own lists or customize pre-packaged lists • Regular Expression-based Entity Recognition • Completely flexible through programming • Extractor with the most flexibility to define patterns • Trained on a corpus containing News data • Pre-Trained models for • Date • Location • Currency • Organization • Percentage • Person • Time

  25. Business Rules Provide Context and Intent at Index and/or Query Time • Deployments of Solr and LucidWorks Search can take full advantage of business rules through Drools integration • Includes packaged code snippets with detailed documentation for a quick start on index and query-time use cases • A landing page component provides the ability to dynamically route queries to different pages based on user profile and

  26. Relevancy Workbench A/B Test Relevancy Tuning Parameters

  27. LucidWorks Flare Integrated Search and Analytics UI

  28. Thank You • Miles Kehoe @miles_kehoe miles.kehoe@lucidworks.com • LucidWorks • http://www.lucidworks.com • Hash Tags • #lucene #solr #lucidworks

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